AI & ML

A production-ready MCP server for searching Graylog logs using absolute or relative timeframes, allowing users to debug system issues directly through Claude.

A comprehensive web intelligence MCP server that integrates Tavily's AI search capabilities to provide real-time search, deep website crawling, content extraction, and site mapping.

A robust MCP server designed to orchestrate multi-provider AI collaboration using models from DeepSeek, OpenAI, Anthropic, and O3. It enables parallel execution, consensus building, and iterative refinement to enhance content quality and provide side-by-side comparison capabilities.

A Rust-based MCP server for macOS that provides autonomous wake/sleep cycle management and federated task coordination for Claude Desktop via AppleScript and launchd.

MCP (Model Context Protocol) Server. Provides access to over 1,700 status page links with fuzzy search, detailed service information retrieval, and intelligent status page fetching that handles JavaScript-rendered pages, RSS feeds, and various formats for monitoring service health and incident tracking.

A mock compliance verification tool built with Hono and Zod that demonstrates how to implement authentication and custom headers in an MCP server.

A robust MCP server for Douyin/TikTok content processing that extracts metadata, downloads watermark-free videos, and performs AI-driven speech-to-text transcription.

An MCP server and API aggregator for searching and retrieving torrents from French providers like YggTorrent and La Cale, supporting magnet links and file downloads.

A specialized MCP server designed to automate the creation of KakaoTalk emoticons using AI generation, providing workflow tools for planning previews, asset generation, and specification validation.

A Python-based MCP server that provides access to Indian stock market data from NSE and BSE, including price lookups and company searches.

A sophisticated reasoning server that integrates Langbase Pipes to provide complex cognitive structures including Graph-of-Thoughts, tree-based exploration, and Bayesian decision analysis. It features a unique reasoning 'time machine' for counterfactual analysis and MCTS-guided search, backed by a persistent SQLite session store.

A read-only MCP server designed to provide LLMs with secure access to local Markdown documentation through keyword search, semantic discovery, and structural analysis.

A specialized MCP server for executing TypeScript code in-process, specifically designed to leverage custom modular APIs located in the ~/.claude/skills directory.

A Spigot/Paper Minecraft server bridge that enables remote administration through console command execution, file system management, and real-time log monitoring via MCP.

A documentation-focused MCP server providing hybrid semantic and keyword search across core Rust language resources like The Book, Reference, and Rustronomicon.

MCP (Model Context Protocol) Server. Enables AI to configure and execute Pipedream workflow components across hundreds of apps and services without writing code, handling authentication flows and user credentials securely.

A comprehensive MCP server providing access to The Movie Database (TMDB) API for searching and retrieving details on movies, TV shows, and entertainment professionals.

A comprehensive MCP server for Google Analytics 4 that provides 54 tools for advanced reporting, configuration management, and compliance across the Analytics Data and Admin APIs.

MCP (Model Context Protocol) Server. Connects to Brewfather API for retrieving and analyzing homebrew inventory data, including detailed information about fermentables, hops, and yeasts for recipe formulation and brewing process planning.

A DataHub metadata catalog connector that allows AI assistants to discover datasets, explore schemas, trace data lineage, and access glossary terms. It supports multi-server configurations and integrates with query engines like Trino for a unified data governance and exploration experience.

A robust MCP server for Zerodha Kite Connect that provides a mock trading environment with realistic order execution, risk management, and portfolio tracking for testing algorithmic strategies.

A robust MCP server for automating PAF-IAST University LMS interactions, enabling AI assistants to access academic data such as attendance, marks, and schedules via secure browser automation and CAPTCHA solving.

MCP (Model Context Protocol) Server. Orchestrates three specialized agents (web searcher, research analyst, and technical writer) using CrewAI to automate comprehensive information gathering and synthesis workflows that combine web data retrieval, analysis, and structured report generation.

An enterprise-grade orchestration server that coordinates specialized AI agents to automate the full software development lifecycle, featuring self-healing code, architecture planning, and cloud deployment.

A comprehensive MCP server providing real-time public transportation data for İzmir, including ESHOT buses, İZBAN, Metro, and Tram services via the city's Open Data Portal.

Extended MCP server for Jira and Confluence with custom fields and agile tools.

A code analysis and semantic search server that uses AST extraction and vector embeddings to provide deep insights into Python and TypeScript projects, including call graphs and detailed function metadata.

MCP (Model Context Protocol) Server. Provides direct access to ChromaDB vector database capabilities for semantic search and document management with customizable parameters for collection creation, document operations, and similarity searches.

A productivity-focused MCP server that logs and analyzes LLM prompts to help users track learning progress and develop metacognitive awareness of their knowledge gaps.

MCP (Model Context Protocol) Server. Integrates with LandiWetter to provide detailed Swiss weather forecasts including temperature ranges, precipitation probability, wind conditions, and sunshine duration.